PlanetGenerator

Visual generator of a new planet

🪐 We've built Planet Generator based on GAN model with an fastAPI endpoint on Azure Platform and React Web Application to serve the image.

In this repo you can find:

• Raw Dataset (DATA)
• User web application in React (FRONT)
• the output model (results_064)
• API (FASTAPI)
• Presentation in PDF
• Jupyter Notebooks (NOTEBOOKS)
• Deployed model (PlanetGenerator_01_Deploy.ipynb)

Additional links:

Application:

• User Application @ Netlify
• User Application @ w/ API endpoint

Videos from Generative Adversarial Network:

• Timelapse video from GAN model
• Timelapse video x16 images

Contributors

• Piotr Pawlowski LinkedIn, Github
• Tomasz Mularczyk Github

Some examples of generated outputs (from 512px model_v2):